Description

This analysis provides a forecast of IOTA prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2026-06-14 0.021836 0.030328 0.039826 0.051016 0.063647 0.077301 0.093024
2026-06-21 0.010843 0.021053 0.034135 0.051050 0.071507 0.094801 0.122761
2026-06-28 0.005797 0.016251 0.031477 0.052628 0.079436 0.110959 0.149709
2026-07-05 0.002336 0.011625 0.027570 0.051450 0.083076 0.121324 0.169288
2026-07-12 0.001274 0.010482 0.028214 0.055958 0.093570 0.139712 0.198144
2026-07-19 0.000028 0.005924 0.022111 0.050173 0.090154 0.140626 0.205766
2026-07-26 NaN 0.002691 0.016632 0.044230 0.085770 0.139775 0.210784
2026-08-02 NaN 0.001137 0.013386 0.041082 0.084754 0.142862 0.220352
2026-08-09 NaN 0.000733 0.012991 0.042626 0.090336 0.154444 0.240442
2026-08-16 NaN 0.000190 0.010976 0.040906 0.090954 0.159381 0.252105
2026-08-23 NaN NaN 0.008601 0.037974 0.089471 0.161336 0.259854
2026-08-30 NaN NaN 0.008325 0.039224 0.094342 0.171813 0.278438
2026-09-06 NaN NaN 0.009985 0.045015 0.106778 0.193171 0.311759
2026-09-13 NaN NaN 0.009036 0.045053 0.110254 0.202443 0.329743
2026-09-20 NaN NaN 0.008775 0.046533 0.115959 0.214732 0.351585
2026-09-27 NaN NaN 0.007517 0.045428 0.117385 0.221020 0.365559
2026-10-04 NaN NaN 0.008421 0.049660 0.127477 0.239306 0.395090
2026-10-11 NaN NaN 0.005700 0.044231 0.121577 0.235277 0.395571
2026-10-18 NaN NaN 0.003409 0.038676 0.114937 0.229889 0.394033
2026-10-25 NaN NaN 0.002235 0.035743 0.112492 0.230268 0.399943
2026-11-01 NaN NaN 0.002219 0.037181 0.117833 0.241867 0.420742
2026-11-08 NaN NaN 0.001560 0.035579 0.117581 0.245309 0.430652
2026-11-15 NaN NaN 0.000845 0.032855 0.115052 0.245316 0.435891